{"id":"W1559164420","doi":"10.1002/hed.23567","title":"Systemic inflammatory markers as independent prognosticators of head and neck squamous cell carcinoma","year":2013,"lang":"en","type":"article","venue":"Head & Neck","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"McGill University","keywords":"Medicine; Internal medicine; Head and neck squamous-cell carcinoma; Neutrophil to lymphocyte ratio; Gastroenterology; Basal cell; Head and neck; Oncology; Retrospective cohort study; Lymphocyte; Predictive value; Head and neck cancer; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334464,0.0002533916,0.0002516324,0.0005761547,0.000241719,0.0004187809,0.0002273607,0.0002562641,0.001230175],"category_scores_gemma":[0.001650968,0.0001023262,0.0002506552,0.0005876889,0.0002507451,0.000230867,0.0002233599,0.0003884233,0.0001727016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359886,"about_ca_system_score_gemma":0.0005865736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130777,"about_ca_topic_score_gemma":0.004395681,"domain_scores_codex":[0.9997709,0.00006254031,0.00002911833,0.00002958909,0.00005488343,0.00005286087],"domain_scores_gemma":[0.9986835,0.0002731088,0.0006099876,0.00004536135,0.0001837033,0.0002042602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020795,0.000008123183,0.9986683,0.00000566434,0.00001295648,0.00004009861,0.000005358099,0.0000268803,0.0001318873,0.000002945798,0.00003578747,0.0009598315],"study_design_scores_gemma":[0.000007069427,0.00009066574,0.999036,0.000007347929,0.00003895738,0.0002753921,0.0000445797,0.0001877603,0.0001610924,0.00001162117,0.0001369739,0.000002645716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981869,0.0011128,0.00006477948,0.00006992558,0.000008277021,0.000008947102,0.0002171117,0.000003639412,0.0003275976],"genre_scores_gemma":[0.9994643,0.0001552012,0.00007847862,0.00001742542,0.00001902368,0.000005475794,0.0001907424,7.873005e-7,0.0000684491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130777,"threshold_uncertainty_score":0.004236817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009525236785260946,"score_gpt":0.2394793974163303,"score_spread":0.2299541606310694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}